Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-16 0.220163 0.245088 0.272736 0.305876 0.344783 0.389338 0.444695
2025-02-23 0.179406 0.212614 0.252850 0.306034 0.375797 0.466140 0.595401
2025-03-02 0.148925 0.183731 0.228420 0.291585 0.381317 0.508897 0.713588
2025-03-09 0.131700 0.167695 0.216101 0.288401 0.398357 0.568293 0.872128
2025-03-16 0.119642 0.156341 0.207626 0.287923 0.417590 0.633900 1.063319
2025-03-23 0.110672 0.147878 0.201637 0.289409 0.439146 0.707717 1.299697
2025-03-30 0.099446 0.134859 0.187186 0.275097 0.430927 0.725389 1.427649
2025-04-06 0.090654 0.124552 0.175648 0.263730 0.425449 0.746396 1.573093
2025-04-13 0.083649 0.116304 0.166431 0.254933 0.422902 0.772418 1.745011
2025-04-20 0.080454 0.113585 0.165656 0.260518 0.448715 0.866632 2.166231
2025-04-27 0.078420 0.112464 0.167292 0.270523 0.485317 0.998037 2.815674
2025-05-04 0.076395 0.111155 0.168422 0.279648 0.521973 1.143730 3.679059
2025-05-11 0.074380 0.109791 0.169468 0.289103 0.562527 1.320937 4.959508
2025-05-18 0.070974 0.105870 0.165669 0.288414 0.579356 1.437407 6.161834
2025-05-25 0.066084 0.099117 0.156221 0.274905 0.561764 1.436687 6.652840
2025-06-01 0.063059 0.095372 0.151984 0.271928 0.570792 1.532440 8.083665
2025-06-08 0.060623 0.092486 0.149092 0.271478 0.586514 1.661587 10.232137
2025-06-15 0.058612 0.090209 0.147148 0.272847 0.607639 1.824953 13.490925
2025-06-22 0.055035 0.084959 0.139145 0.259634 0.584384 1.792157 14.201644
2025-06-29 0.052017 0.080572 0.132565 0.249125 0.567580 1.783221 15.359979
2025-07-06 0.049469 0.076917 0.127204 0.240984 0.556674 1.798488 17.131388
2025-07-13 0.048553 0.076164 0.127486 0.246154 0.587732 2.033664 25.357216
2025-07-20 0.048098 0.076218 0.129367 0.255407 0.634414 2.391157 44.021713